Information & Management

Article	Citations
Encoding consumer interests into product snippets with a multi-criteria genetic optimization approach	641
The puzzle of experience vs. memory: Peak-end theory and strategic gamification design in M-commerce	141
The Goldilocks question: How optimal length and answerer match boost reader payments on paid Q&A platforms	125
Corrigendum to “Does the industrial big data environment matter? An evaluation of its effect on the production performance” [Information & Management 62 (2025) 104159]	121
The Impact of Linguistic Complexity on Leadership in Online Q&A communities: Comparing Knowledge Shaping and Knowledge Adding	116
Actively open-minded thinking is key to combating fake news: A multimethod study	112
Answers are wanted: The role of bounty amount and temporal scarcity in knowledge contribution	111
Who cares if we get hacked? The development and testing of a measure of information security apathy	95
Exploring the discourse on digital transformation in nonprofit organizations	93
Speciesism toward AI: The mechanism of AI affection expression on user satisfaction	82
Blockchain-driven decentralized identity management: An interdisciplinary review and research agenda	81
Becoming agile together: Customer influence on agile adoption within commissioned software teams	73
Editorial Board	72
The impact of value homophily, rational and emotional persuasion on information passing of social media advertisements: A model comparison approach	72
Social commerce model for business outcomes: Validated structure–conduct–outcome framework using mixed methods design	69
Towards new frontiers: How attainment discrepancy affects exploratory behavior in crowdfunding	67
Editorial Board	65
Data avatars: A theory-guided design and assessment for multidimensional data visualization	64
Why we cannot stop repetitive scrolling on short-form video apps: The roles of content types and recommendation systems	63
Visibility of knowledge in social media: Conceptualization and instrument development	63
Healthier together: Social support, self-regulation and goal management for chronic conditions in online health communities	62
What translates big data into business value? A meta-analysis of the impacts of business analytics on firm performance	62
Does additional audio really work? A study on users' cognitive behavior with audio-visual dual-channel in panoramic digital museum	62
Resilience through an online platform: Evidence from airbnb and hotels	61
Digital detox: A theoretical framework and future research directions for Information Systems	54

Patient privacy protection: Generating available medical treatment plans based on federated learning and CBR	51
How to strategically respond to online hotel reviews: A strategy-aware deep learning approach	50
Can digitalization drive corporate transparency? Exploring the impact of digital transformation on information disclosure quality	50
Collaborative online shopping with virtual reality: An explorative investigation using fNIRS-based hyperscanning	50
GAI identity threat: When and why do individuals feel threatened?	50
Not all innovations are the same: Exploring employees’ ambidextrous innovation behavior in enterprise collaboration platforms	48
Leveraging the metaverse ecosystem: How institutional factors, adoption of metaverse-related technologies, and absorptive capacity drive performance in high-tech small and medium-sized enterprises	48
Theoretical and practical applications of blockchain in healthcare information management	48
Keep scrolling: An investigation of short video users’ continuous watching behavior	46
Value co-creation for digital innovation: An interorganizational boundary-spanning perspective	46
The platform's store-brand supplier selection and quality information provision decisions	45
Editorial Board	45
Next output is better? Overgeneration effect in generative artificial intelligence interaction	44
The power of prediction with Google searches and social media posts: Retail investor interest and IPO pricing	44
When carrots and sticks meet: A mixed-methods study on internet taxi drivers’ job engagement in the IT-driven sharing economy	41
Ethical consumerism, supply chains, and deceptions with RFID-based systems	41
Online-to-Offline Platforms: Examining the Effects of Demand-Side Usage on Supply-Side Decisions	40
Balancing the commitment to the common good and the protection of personal privacy: Consumer adoption of sustainable, smart connected cars	40
An ensemble deep learning model for fast classification of Twitter spam	39
Examining how emotions affect online audience retention: Empirical evidence from livestreaming electronic commerce platforms	38
An enhanced governance measure for deep synthesis applications: Addressing the moderating effect of moral sensitivity through message framing	38
The impacts of live chat on service–product purchase: Evidence from a large online outsourcing platform	37
An integrated model of ambivalence and deterrence of bystander inaction in delegitimizing doxing	37
The bright side of emotional extremity: Evidence from tipping in live streaming platform	36
Impact of artificial intelligence (AI) on operational performance: The role of dynamic capabilities	33
The golden-mean fallacy: A medium-attractiveness face predicts less funding on a crowdfunding platform	32
Does centralization of online content regulation affect political hate speech in a country? A public choice perspective	32
Digital human resource strategy: Conceptualization, theoretical development, and an empirical examination of its impact on firm performance	32
Toward a campus crisis management system amid the pandemic and beyond	32
VISTA: An inclusive insider threat taxonomy, with mitigation strategies	31
Bias in online reviews: The roles played by consumers and products in reviewing online games	31
Incumbent business ecosystems in the face of new entry: An event study of Google's autonomous car announcement	31
Socio-technical investigation of cyberbullying among adults: A qualitative content analysis of the legal responses to a complex social problem	30
Can data analytics raise marketing agility?-A sense-and-respond perspective	30
How does business-IT alignment influence supply chain resilience?	30
Online consumer demand during and after natural disasters: Evidence from the COVID-19 pandemic	30
The information processing of fake news: How intervention order influences perception over time	29
The diffusion of malicious content on Twitter and its impact on security	28
Capturing the self-others dichotomy of social media use: Affordances-actualizations-outcomes model	28
Click-through rate prediction with multi-behavior sequences and shared interest learning	28
Momentum effects in crowdsourcing contest platforms	28
Effects of information technology platforms and governance on relational value creation in digital supply chains	27
Capabilities and metrics in DevOps: A design science study	27
Uncovering the dual influence processes for click-through intention in the mobile social platform: An elaboration likelihood model perspective	26
Antecedents and consequences of data breaches: A systematic review	26
The flight of women from the information technology profession: nuances and global perspectives	26
Blockchain technology for bridging trust, traceability and transparency in circular supply chain	26
The impact of generative artificial intelligence on software development performance: a study based on the theory of technology dominance	26
Information disclosure and blockchain technology adoption strategy for competing platforms	26
Toward multilevel research on private information disclosure: A systematic review and future agenda	25

The persuasive art of linguistics: an empirical study of project narration and donors’ contributions in the online charitable crowdfunding market	25
Examining the case of French hesitancy toward IDaaS solutions: Technical and social contextual factors of the organizational IDaaS privacy calculus	25
The impact of physicians’ value co-creation behavior on their online performance in intelligent collaborative healthcare	24
How do live-streaming platforms facilitate persuasion in political campaigns? Theory and empirical evidence from the perspective of affordance actualization	23
How social learning drives customer engagement in short video commerce: An attitude transfer perspective	23
From comparison to purchasing: Effects of online behavior toward associated co-visited products on consumer purchase	23
Are real-time volunteer apps really helping visually impaired people? A social justice perspective	23
Impact of mobile technology-enabled HR gamification on employee performance: An empirical investigation	23
Editorial Board	23
What makes video gaming productive or addictive? Differential effect of self-determined motivation and need frustration on adolescents’ video gaming	22
Same technostress situation but different responses: A trait activation theoretical perspective on IT mindfulness in remote work	22
Do mobile device icons help or hurt? Evidence from empirical analyses and design via interpretable machine learning	21
Why do some watch while others donate? An S-O-R Perspective of live streaming engagement	21
A reliability-enhanced deep ensemble learning framework for recommendation	21
How does buffering-bridging alignment influence supply chain resilience? A polynomial regression analysis	21
How do crowdfunding models impact crowdfunding performance? The mediating role of backers’ ambiguity and herding effects	21
The “holiday effect” in consumer satisfaction: Evidence from review ratings	21
Will I regret not buying? Unpacking the dual pathways of anticipated regret that influence online impulsive buying	21
Exploring liminal experience of entrepreneurs in information and communication technology innovation in underdeveloped regions	20
The relative values of big data analytics versus traditional marketing analytics to firm innovation: An empirical study	20
Big Data analytics for sustainability: Insight through technological innovation	20
Editorial Board	20
The duality of ICT-mediated overload: Its nature and consequences	20
Robo-advisors and investment intention: A perspective of value-based adoption	20
When do Employees Perceive Technology as Stressful? A Meta-Analysis of work-related Technostress Antecedents	19
“What I’ve received doesn’t match what I saw online”: Effects of purchase-risk notices on reducing online returns	19
Designing crowdsolving Ba: A closer look at the features of crowdsolving platforms to manage organizational knowledge	19
Editorial Board	19
Shopping through mobile augmented reality: The impacts of AR embedding and embodiment attributes on consumer-based brand equity	19
A collective portfolio selection approach for investment clubs	19
Exploring the influence of gamification-enabled customer experience on continuance intention towards digital platforms for e-government: An empirical investigation	19
Navigating digital turbulence and seizing new possibilities: Special issue from the Pacific Asia Conference on Information Systems	19
Escape or return? Users’ intermittent discontinuance behavior in strong-ties social functions	19
Impact of online information on the pricing and profits of firms with different levels of brand reputation	19
The dark side of virtual status systems: Exploring the impact of status loss on user engagement	18
Impact of original versus reposted social endorsements on content consumption: The moderating role of Endorsers’ network characteristics	18
How to attract low prosocial funders in crowdfunding? Matching among funders, project descriptions, and platform types	18
Good becomes better? Temporarily acquired virtual badges and the signaling effects on online healthcare platforms	17
I'm not fluent: How linguistic fluency, new media literacy, and personality traits influence fake news engagement behavior on social media	17
Factors influencing health care professionals’ adoption of mobile platform of medical and senior care in China	17
Knowledge sharing leads to engagement during Covid-19 for online gamers	17
Fighting for the status quo: Threat to tech self-esteem and opposition to competing smartphones	17
Leveraging structural IT capabilities to promote novelty and efficiency in business model design: A knowledge-based view	17
From emotion to reflection: leveraging EmotionPrompt strategy to empower self-determination in decision-making with generative artificial intelligence	17
Does the industrial big data environment matter? An evaluation of its effect on the production performance	17
How have firms transformed and executed IT-enabled remote work initiatives during the COVID-19 pandemic? Conceptualization and empirical evidence from Spain	17
Entrepreneurial emotional bias from mass shootings: Evidence from Kickstarter	17
Investigating employees’ occupational risks and benefits resulting from artificial intelligence: An empirical analysis	16
Information Systems Artifact as a Product Attribute: An Empirical Analysis of the Effects of Information Systems Availability	16
Corrigendum to “Lower than expected but still willing to use: User acceptance toward current intelligent conversational agents” [Information & Management Volume 61 issue 8(2024) 104033]	16
What makes a Tweet so sweet: The neurocognitive effects of hedonic information consumption	16
Trolling in social media: A deindividuation and contagion perspective	16
Value co-creation in a digital ecosystem: Exploring autonomous co-creation in a digital influencer ecosystem	16
The dark side of crowdsourcing of complex tasks: A systematic literature review	16
How does supplier integration influence supply chain robustness and resilience? The moderating roles of information technology agility and managerial ties	16
Understanding how algorithmic injustice leads to making discriminatory decisions: An obedience to authority perspective	16
Investigating the effects of clickbait on user engagement in health communication: A mixed-method study	16
Adapting mental health needs analysis activities to online and hybrid methods: Lessons learned during Covid-19	16
Streaming together: Unraveling social experiences in social live streaming services	15
The marketing effects of live streaming in online marketplaces	15
How do consumers perceive and process online overall vs. individual text-based reviews? Behavioral and eye-tracking evidence	15
Suspicious trading in nonfungible tokens (NFTs)	15
Examining the impacts of fitness app features on user well-being	14
Effect of linguistic disfluency on consumer satisfaction: Evidence from an online knowledge payment platform	14
Unveiling the underlying cognitive processes of creative idea generation using mobile collaboration platforms	14
Fake news believability: The effects of political beliefs and espoused cultural values	14
Factors influencing seniors’ switching to m-government services: A mixed-methods study through the lens of push-pull-mooring framework	14
Employee Participation in Digital Transformation: From Digitalization Sentiment to Transformation Predisposition	14
Unraveling the behavioral influence of social media on phishing susceptibility: A Personality-Habit-Information Processing model	14
Turning digital in times of crisis: A values-based theory of telehealth adoption during the Covid-19 pandemic	14
Estimating networks of sustainable development goals	14
Identification of Travel Styles by Learning from Consumer-generated Images in Online Travel Communities	14
A theoretical perspective on organizational culture and digitalization	14
AIoT-enabled smart surveillance for personal data digitalization: Contextual personalization-privacy paradox in smart home	13
Disrupting the disruptor: The role of information systems in facilitating second-mover advantage	13
Higher Price: A Benefit of Online Value Co-Creation Activities in Sponsored Communities	13
Fostering information security compliance as organizational citizenship behavior	13
Token fraud identification and implications for post-crowdfunding performance	13
Increasing immersive virtual reality platform loyalty: The role of embodiment	13
How to react to a shock? Effects of Airbnb hosts’ choices and market segmentation at the time of Covid-19	13

A new exploration of signaling theory in social commerce facilitated cross-border retailing: A four-stage approach	13
Seeking decision-making performance: Examining the role of E-commerce capability, digital business intensity, and organizational agility	13
The impact of ambidexterity on bid-winning performance: Evidence from an online crowdsourcing platform	13
Examining the evolving influence of early-stage team context on individuals’ IS usage over time during implementation	12
More than watching: An empirical and experimental examination on the impacts of live streaming user-generated video consumption	12
Editorial Board	12
Breaking bad habits: A field experiment about how routinized work practices can be made more eco-efficient through IS for sensemaking	12
Editorial Board	11
Effect of writing style on social support in online health communities: A theoretical linguistic analysis framework	11
Topic diversity and review usefulness: A text-based analysis	11
In-game content purchase motivations (IGCPMs): Conceptualization, scale development, and validation	11
Data Matters: A Strategic Action Framework for Data Governance	11
Do cryptocurrency rewards improve platform valuations?	11
Effect of blockchain-based donation system on trustworthiness of NPOs	11
Role of users’ status quo on continuance intentions	11
Impulse buying in live streaming commerce: A literature review and research agenda	11
Identifying the peripheral cues in the credibility assessment of online health information	11
Me versus we: How group detachment and social presence shape integration strategies in short-term technology-mediated groups	11
Advertising green products on brands’ official social media accounts or mega-influencer accounts?	11
Enabling digital transformation: Organizational implementation of the internet of things	11
Words Matter When Gangs Cyberbang: Predicting Imminent Urban Violence from Gang Members’ Social Media Posts	11
An attractive proposition? Persuading retail consumers to prefer reward-based crowdfunding for owning upcoming technologies	11
When emotions don’t match: Effects of multimodal emotional misalignment in virtual streamers on viewer engagement	11
Facilitating the comprehension of business process models for unexperienced modelers using token-based animations	11
Can B2B online communities reduce enterprises’ default behavior༟—— From social network perspective	10
E-participation and corruption: Unravelling the role of power dynamics and disinformation	10
In whose bed shall I sleep tonight? The impact of transaction-specific versus partner-specific information on pricing on a sharing platform	10
Editorial Board	10
Big gains in digital ecosystem niches: How facilitators emerge and develop into an organizational category	10
Green IT/IS adoption and environmental performance: The synergistic roles of IT–business strategic alignment and environmental motivation	10
Market value and environmental performance of carbon management systems: An international investigation	10
Understanding critical risks of business process outsourcing from the vendor perspective: A dyadic comparison Delphi study	10
Social Media Advertising through Private Messages and Public Feeds: A Congruency Effect between Communication Channels and Advertising Appeals	10
Strategic business value from big data analytics: An empirical analysis of the mediating effects of value creation mechanisms	10
Disentangling the impact of bidding price on advertising performance in E-commerce search advertising: The moderating role of product competitiveness	10
Pseudo-community trust and member self-disclosure: An empirical study	9
Competing on price and guarantee compensation: Heeding cloud consumer's quality perception	9
Editorial Board	9
Agile systems development: Privacy theoretical lens to challenge the full information disclosure paradigm.	9
Case-based learning for cybersecurity leaders: A systematic review and research agenda	9
Editorial Board	9
Self-disclosure in online social networks: The needs-affordances-features perspective	9
The impact of IT–business strategic alignment on firm performance: The evolving role of IT in industries	9
Understanding the postadoption use of gamified learning systems against the conflicting role of the game layer	9
Do women and men click differently? Mobile devices mitigate gender differences in online dating	9
When digital technologies meet lean production: A socio-technical system perspective for operational efficiency and innovativeness	9
To shine or not to shine: Startup success prediction by exploiting technological and venture-capital-related features	8
How Embeddedness Influences IT-Induced Work–Home Boundary Reduction, Work–Home Conflict, and Job Outcomes	8
Product information and green consumption: An integrated perspective of regulatory focus, self-construal, and temporal distance	8
Investigating the impacts of fundraisers’ self-donations on donors’ contribution in charitable crowdfunding: A warm glow perspective	8
Ranking hotel products by integrating online ratings from multiple platforms	8
How does the number of attribute ratings affect a product’s overall rating? Evidence from Tripadvisor	8
A real bargain: Understanding the impacts of short-term price discounts on physicians’ health service sales on online health platforms	8
Asymmetric cross-side network effects on online knowledge-sharing platforms and the role of platform recommendations	8
How to enhance antiphishing training performance? The roles of performance facilitators and message-specific coping responses	8
Dissemination of health messages in online social network: A study of healthcare providers’ content generation and dissemination on Twitter	8
Leveraging synergy to drive digital transformation: A systems-theoretic perspective	8
Effects of temporal features and product image zooming in online time scarcity deals: A construal fit account	7
Editorial Board	7
Impact of AI-generated content restriction policy on user contribution: Evidence from an online knowledge-sharing platform	7
Exploring the impacts of a recommendation system on an e-platform based on consumers’ online behavioral data	7
Determinants and consequences of routine and advanced use of business intelligence (BI) systems by management accountants	7
Collaborating with Bounty Hunters: How to Encourage White Hat Hackers’ Participation in Vulnerability Crowdsourcing Programs through Formal and Relational Governance	7
Firm profiling and competition assessment: A design science approach	7
Rating deviation and manipulated reviews on the Internet—A multi-method study	7
Complement or substitute? Investigating the interdependence effects among mobile social apps	7
Do virtual goods entice more online donations? Perspectives of mental imagery and project appeal	7
A temporal graph framework for intelligence extraction in social media networks	7
Optimal revenue model for Q&A platforms: Paid or free viewership?	7
Examining the role of E-government in controlling corruption: A longitudinal study	7
Addressing bias in generative AI: Challenges and research opportunities in information management	7
Leveraging blockchain technology to control contextualized business risks: Evidence from China	7
The SmartSI Compass: A method for generating smart service innovation ideas	7
Eliciting pro-environmental behavior with immersive technology: The roles of awe, empathy with nature, and perceived consumer effectiveness	7
Digitalization and financial performance: A supply chain perspective	7
The impact of blockchain technology on competing suppliers on an E-commerce platform	6
Intellectual capital and team resilience capability of information system development project teams	6
Mobile app portfolio management and developers’ performance: An empirical study of the apple app store	6
Does privacy breach affect firm performance? An analysis incorporating event-induced changes and event clustering	6
Stylometric characteristics of code-switched offensive language in social media	6
How enterprise social media facilitate proactive socialization behavior and compensate for mentoring: The role of communication visibility	6
Examining the spillover effect of sustainable consumption on microloan repayment: A big data-based research	6
Administrator-users contribute more to online communities	6
Understanding the nature of information interdependencies and developing control portfolios for modularized information systems development projects	6
Agentic artificial intelligence as a new frontier in information systems: Promise, peril, and research opportunities	6
Advancing an LDA-GMM-CorEx topic model with prior domain knowledge in information systems research	6
Community health workers’ continuance of mobile health applications: An extended expectation confirmation model	6
Empathy, CIO CEO relationship, and digital transformation	6
Tell me what I want to hear: The effects of matching reviews on consumers’ decision making	6
Editorial Board	6
How should companies deploy their digital supply chain platforms to gain competitive advantages? An asset orchestration perspective	6
The development of a C2B2C sharing economy platform: A case study of China's Airparking	5
Why ex-users come back: revealing characteristics and patterns of information system use resumption	5
Barriers to continuance use of cloud computing: Evidence from two case studies	5
Editorial Board	5